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AI coding agents on real, production code. I'm Daniel, a senior full-stack engineer. Here we put Claude Code and other AI coding agents to work on the code teams actually run (upgrades, refactors, migrations, bug fixes) and show the guardrails that keep it safe: tests that freeze behavior, hooks, reviews and CI. Real session transcripts, real mistakes, no hype. Views are my own.